{"id":17018,"date":"2021-12-01T23:28:29","date_gmt":"2021-12-01T15:28:29","guid":{"rendered":"http:\/\/www.jdcui.com\/?p=17018"},"modified":"2026-02-16T19:11:26","modified_gmt":"2026-02-16T11:11:26","slug":"%e5%b7%a5%e5%85%b7%e8%af%95%e9%aa%8c%e7%bc%96%e7%a8%8b-datasmoothing%e8%af%95%e9%aa%8c%e6%bb%9e%e5%9b%9e%e6%9b%b2%e7%ba%bf%e5%b9%b3%e6%bb%91%e4%bf%ae%e6%ad%a3-%e6%a1%88%e4%be%8b-2","status":"publish","type":"post","link":"http:\/\/www.jdcui.com\/?p=17018","title":{"rendered":"[\u7a0b\u5e8f\u6848\u4f8b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b3"},"content":{"rendered":"<p><span style=\"color: #ff00ff; background-color: #ccffcc;\"><strong>\u5b9e\u5e72\u3001\u5b9e\u8df5\u3001\u79ef\u7d2f\u3001\u601d\u8003\uff0c\u521b\u65b0\u3002<\/strong><\/span><\/p>\n<hr \/>\n<p>\u5c0f\u4f19\u4f34\u8bd5\u9a8c\u6570\u636e\u51fa\u95ee\u9898\uff0c\u627e\u6211\u4eec\u5904\u7406\u3002<\/p>\n<p>\u7528\u5c0f\u4f19\u4f34\u7684\u8bd5\u9a8c\u6570\u636e\u505a\u7684 <strong>DataSmoothing \uff08<a title=\"[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing: A Program for Data Smoothing [\u8bd5\u9a8c\u6570\u636e\u66f2\u7ebf\u5e73\u6ed1+\u964d\u566a\u5de5\u5177]\" href=\"http:\/\/www.jdcui.com\/?p=15650\" target=\"_blank\" rel=\"noopener\">[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing: A Program for Data Smoothing [\u8bd5\u9a8c\u6570\u636e\u66f2\u7ebf\u5e73\u6ed1+\u964d\u566a\u5de5\u5177]<\/a>\uff09\u00a0<\/strong>\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u6848\u4f8b\u3002<\/p>\n<p>\u76f4\u63a5\u4e0a\u56fe\uff0c\u770b\u4fee\u6b63\u8fc7\u7a0b\u548c\u7ed3\u679c\u3002<\/p>\n<p>\u5c06\u6570\u636e\u5bfc\u5165<strong>DataSmoothing\uff1a<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-17020\" src=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_1.gif\" alt=\"\" width=\"1293\" height=\"1285\" srcset=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_1.gif 1293w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_1-768x763.gif 768w\" sizes=\"auto, (max-width: 1293px) 100vw, 1293px\" \/><\/p>\n<p>\u539f\u59cb\u6570\u636e\u5728\u6ede\u56de\u73af\u7684\u89d2\u70b9\u5b58\u5728\u5f02\u5e38\u51f8\u8d77\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-17021\" src=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_2.gif\" alt=\"\" width=\"1075\" height=\"675\" srcset=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_2.gif 1075w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_2-768x482.gif 768w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_2-480x300.gif 480w\" sizes=\"auto, (max-width: 1075px) 100vw, 1075px\" \/><\/p>\n<p>\u5bf9\u4e8e\u8fd9\u4e2a\u60c5\u51b5\uff0c\u91c7\u7528\u9ed8\u8ba4\u7684\u53c2\u6570\uff0c\u8fdb\u884c\u4e00\u4e2a\u4f4e\u9636\u7684\u5e73\u6ed1\u53c2\u6570\u4fee\u6b63\uff0c\u4fee\u6b63\u540e\u6ede\u56de\u66f2\u7ebf\u5982\u4e0b\u56fe<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-17022\" src=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_3.gif\" alt=\"\" width=\"1000\" height=\"834\" srcset=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_3.gif 1000w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_3-768x641.gif 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-17023\" src=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_4.gif\" alt=\"\" width=\"1091\" height=\"680\" srcset=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_4.gif 1091w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_4-768x479.gif 768w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_4-480x300.gif 480w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_4-640x400.gif 640w\" sizes=\"auto, (max-width: 1091px) 100vw, 1091px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-17024\" src=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_5.gif\" alt=\"\" width=\"1093\" height=\"680\" srcset=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_5.gif 1093w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_5-768x478.gif 768w, http:\/\/www.jdcui.com\/wp-content\/uploads\/2021\/12\/DataSmoothing_5-480x300.gif 480w\" sizes=\"auto, (max-width: 1093px) 100vw, 1093px\" \/><\/p>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u4fee\u6b63\u540e\uff0c\u6ede\u56de\u73af\u89d2\u70b9\u7684\u5f02\u5e38\u7a81\u51fa\u70b9\u57fa\u672c\u6d88\u9664\u4e86\u3002<\/p>\n<ul style=\"list-style-type: square;\">\n<li><strong>DataSmoothing\u00a0 \u7684\u8f6f\u4ef6\u6848\u4f8b <span style=\"color: #0000ff;\">( Application Examples)<\/span><\/strong><\/li>\n<\/ul>\n<p><strong>[01]\u00a0\u00a0<a title=\"[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b1\" href=\"http:\/\/www.jdcui.com\/?p=16478\" target=\"_blank\" rel=\"noopener\">[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b1<\/a><\/strong><\/p>\n<p><strong>[02]\u00a0 <a title=\"[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b2\" href=\"http:\/\/www.jdcui.com\/?p=16646\" target=\"_blank\" rel=\"noopener\">[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b2<\/a><\/strong><\/p>\n<p><strong>[03]\u00a0 <a title=\"[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing + OutlierRemoval \u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u4fee\u6b63\u4e0e\u5e73\u6ed1\u6848\u4f8b\" href=\"http:\/\/www.jdcui.com\/?p=16567\" target=\"_blank\" rel=\"noopener\">[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing + OutlierRemoval \u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u4fee\u6b63\u4e0e\u5e73\u6ed1\u6848\u4f8b<\/a><\/strong><\/p>\n<p><strong>[04]\u00a0 <a title=\"[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b3\" href=\"http:\/\/www.jdcui.com\/?p=17018\" target=\"_blank\" rel=\"noopener\">[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b3<\/a><\/strong><\/p>\n<ul style=\"list-style-type: square;\">\n<li><strong>\u53e6\u5916\u7f51\u7ad9\u8fd8\u63d0\u4f9b\u4e86\u5176\u4ed6\u51e0\u6b3e\u7528\u4e8e\u4fee\u6b63\u8bd5\u9a8c\u6570\u636e\u7684\u5de5\u5177\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u770b\u770b\uff1a<\/strong><\/li>\n<\/ul>\n<p><strong>NoiseRemoval\uff1a<a title=\"http:\/\/www.jdcui.com\/?p=15046\" href=\"http:\/\/www.jdcui.com\/?p=15046\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/www.jdcui.com\/?p=15046<\/a> <\/strong>\u8be5\u7a0b\u5e8f\u4e3b\u8981\u4f5c\u7528\u662f\uff0c\u4fee\u6b63\u8bd5\u9a8c\u6570\u636e\u4e2d\u7684\u566a\u58f0\uff0c\u9002\u5408\u90a3\u4e9b\u8bb8\u591a\u6ce2\u52a8\u8bd5\u9a8c\u6570\u636e\u66f2\u7ebf\u3002<\/p>\n<p><strong>OutlierRemoval\uff1a<a title=\"http:\/\/www.jdcui.com\/?p=14365\" href=\"http:\/\/www.jdcui.com\/?p=14365\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/www.jdcui.com\/?p=14365<\/a><\/strong> \u8be5\u7a0b\u5e8f\u4e3b\u8981\u4f5c\u7528\u662f\uff0c\u5254\u9664\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u70b9\uff0c\u6bdb\u523a\u70b9\uff0c\u8df3\u8dc3\u70b9\u3002\u6570\u636e\u4e2d\u7684\u8fd9\u4e9b\u5f02\u5e38\u70b9\u53ca\u6bdb\u523a\u70b9\u901a\u5e38\u662f\u56e0\u4e3a\u91c7\u96c6\u4eea\u5668\u4fe1\u53f7\u4e0d\u7a33\u5b9a\u5f15\u8d77\u7684\u3002<\/p>\n<p><strong>Loop Modifier: <a title=\"http:\/\/www.jdcui.com\/?p=12201\" href=\"http:\/\/www.jdcui.com\/?p=12201\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/www.jdcui.com\/?p=12201<\/a><\/strong>\u00a0 \u8be5\u7a0b\u5e8f\u4e3b\u8981\u7528\u4e8e\u6839\u636e\u8bd5\u9a8c\u7684\u89c4\u5f8b\u5c40\u90e8\u5904\u7406\u8bd5\u9a8c\u6570\u636e\u4e2d\u7684\u9519\u8bef\u79bb\u6563\u70b9\u3002<\/p>\n<p><strong>SawtoothRemove: <a title=\"http:\/\/www.jdcui.com\/?p=15493\" href=\"http:\/\/www.jdcui.com\/?p=15493\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/www.jdcui.com\/?p=15493<\/a><\/strong> \u8be5\u7a0b\u5e8f\u4e3b\u8981\u7528\u4e8e\u53bb\u9664\u6ede\u56de\u66f2\u7ebf\u6570\u636e\u4e2d\u7684\u952f\u9f7f\u3002<\/p>\n<hr \/>\n<p><center><strong><div  class=\"thumbs-rating-container\" id=\"thumbs-rating-17018\" data-content-id=\"17018\"><button class=\"thumbs-rating-up thumbs-rating-voted\" onclick=\"thumbs_rating_vote(17018, 1);\">Vote Up +3<\/button> <button class=\"thumbs-rating-down\" onclick=\"thumbs_rating_vote(17018, 2);\">Vote Down -0<\/button><span class=\"thumbs-rating-already-voted\">You already voted!<\/span><\/div><\/strong><\/center><\/p>\n<ul style=\"list-style-type: square;\">\n<li><strong>\u76f8\u5173\u535a\u6587<span style=\"color: #0000ff;\">( Related Topics)<\/span><\/strong><\/li>\n<\/ul>\n<p><strong>[01] <span style=\"color: #ff0000;\"><a href=\"http:\/\/www.jdcui.com\/?p=11828\" target=\"_blank\" rel=\"noopener noreferrer\">[\u8f6f\u4ef6][\u79d1\u7814][\u66f4\u65b0][\u8bd5\u9a8c] 2019\u7248 HLA: Hysteretic Loop Analysis Program [2019\u7248 HLA: \u6ede\u56de\u73af\u5206\u6790\u8f6f\u4ef6]<\/a><\/span><\/strong><\/p>\n<p><strong>[02] <span style=\"color: #ff0000;\"><a href=\"http:\/\/www.jdcui.com\/?p=2216\" target=\"_blank\" rel=\"noopener noreferrer\">[\u79d1\u7814][Tool][\u8f6f\u4ef6][\u8bd5\u9a8c] HLA: Hysteretic Loop Analysis Program [HLA: \u6ede\u56de\u73af\u5206\u6790]<\/a><\/span><\/strong><\/p>\n<p><strong>[03] <\/strong><span style=\"color: #ff0000;\"><strong><a href=\"http:\/\/www.jdcui.com\/?p=1914\" target=\"_blank\" rel=\"noopener noreferrer\">[Tool] Hysteristic Loop Area Calculator [\u6ede\u56de\u73af\u9762\u79ef\u6c42\u89e3\u5668]<\/a><\/strong><\/span><\/p>\n<p><strong>[04] <\/strong><span style=\"color: #ff0000;\"><strong><a href=\"http:\/\/www.jdcui.com\/?p=898\" target=\"_blank\" rel=\"noopener noreferrer\">[\u79d1\u7814][\u5de5\u5177][\u8f6f\u4ef6] Hysteresis Loop Animation Viewer [\u6ede\u56de\u73af\u52a8\u753b]<\/a><\/strong><\/span><\/p>\n<p><strong>[05] <\/strong><span style=\"color: #ff0000;\"><strong><a href=\"http:\/\/www.jdcui.com\/?p=8813\" target=\"_blank\" rel=\"noopener noreferrer\">[\u79d1\u7814][\u5de5\u5177][\u8f6f\u4ef6] \u6ede\u56de\u73af\u9aa8\u67b6\u66f2\u7ebf\u63d0\u53d6\u5de5\u5177 [Extract Backbone Curve from Hysteretic Loop]<\/a><\/strong><\/span><\/p>\n<p><strong>[06] <\/strong><span style=\"color: #ff0000;\"><strong><a href=\"http:\/\/www.jdcui.com\/?p=4252\" target=\"_blank\" rel=\"noopener noreferrer\">[\u8f6f\u4ef6\u5e94\u7528]\u6ede\u56de\u73af\u5206\u6790\u7a0b\u5e8f HLA \u5e94\u7528\u95ee\u9898\u4e4b \u2014 Invalid Floating Point Operation<\/a><\/strong><\/span><\/p>\n<p><strong>[07] <a title=\"[\u8f6f\u4ef6][\u79d1\u7814][\u8bd5\u9a8c] 2020\u7248 YPD: Yield Point and Ductility [2020\u7248 YPD: \u7b49\u6548\u5c48\u670d\u70b9\u548c\u5ef6\u6027\u5206\u6790\u7a0b\u5e8f]\" href=\"http:\/\/www.jdcui.com\/?p=11866\" target=\"_blank\" rel=\"noopener noreferrer\">[\u8f6f\u4ef6][\u79d1\u7814][\u8bd5\u9a8c] 2020\u7248 YPD: Yield Point and Ductility [2020\u7248 YPD: \u7b49\u6548\u5c48\u670d\u70b9\u548c\u5ef6\u6027\u5206\u6790\u7a0b\u5e8f]<\/a><\/strong><\/p>\n<p><strong>[08] <a title=\"[\u79d1\u7814][\u8bd5\u9a8c][\u5de5\u5177] HLA v2020: Hysteretic Loop Analysis Program[HLA\u6ede\u56de\u73af\u5206\u6790\u5de5\u5177 2020\u7248]\" href=\"http:\/\/www.jdcui.com\/?p=13988\" target=\"_blank\" rel=\"noopener noreferrer\">[\u79d1\u7814][\u8bd5\u9a8c][\u5de5\u5177] HLA v2020: Hysteretic Loop Analysis Program[HLA\u6ede\u56de\u73af\u5206\u6790\u5de5\u5177 2020\u7248]<\/a><\/strong><\/p>\n<p><strong>[09] <a title=\"[\u79d1\u7814][\u5de5\u5177][\u8f6f\u4ef6] BBCA v2020: \u6ede\u56de\u73af\u9aa8\u67b6\u66f2\u7ebf\u63d0\u53d6\u5de5\u5177 [BBCA: Extract Backbone Curve from Hysteretic Loop]\" href=\"http:\/\/www.jdcui.com\/?p=14258\" target=\"_blank\" rel=\"noopener noreferrer\">[\u79d1\u7814][\u5de5\u5177][\u8f6f\u4ef6] BBCA v2020: \u6ede\u56de\u73af\u9aa8\u67b6\u66f2\u7ebf\u63d0\u53d6\u5de5\u5177 [BBCA: Extract Backbone Curve from Hysteretic Loop]<\/a><\/strong><\/p>\n<p><strong>[10] <a title=\"[\u8bd5\u9a8c][\u8f6f\u4ef6][\u79d1\u7814] OutlierRemoval: A Program for Removing the Abnormal Point of Your Test Data [\u8bd5\u9a8c\u6570\u636e\u5f02\u5e38\u70b9\u4fee\u6b63\u5de5\u5177]\" href=\"http:\/\/www.jdcui.com\/?p=14365\" target=\"_blank\" rel=\"noopener noreferrer\">[\u8bd5\u9a8c][\u8f6f\u4ef6][\u79d1\u7814] OutlierRemoval: A Program for Removing the Abnormal Point of Your Test Data [\u8bd5\u9a8c\u6570\u636e\u5f02\u5e38\u70b9\u4fee\u6b63\u5de5\u5177]<\/a><\/strong><\/p>\n<p><strong>[11] <a title=\"[\u8bd5\u9a8c][\u8f6f\u4ef6][\u79d1\u7814] Loop Modifier v2019: Hysteretic Loop Modification Program[2019\u7248: \u6ede\u56de\u66f2\u7ebf\u4fee\u6b63\u5de5\u5177]\" href=\"http:\/\/www.jdcui.com\/?p=12201\" target=\"_blank\" rel=\"noopener noreferrer\">[\u8bd5\u9a8c][\u8f6f\u4ef6][\u79d1\u7814] Loop Modifier v2019: Hysteretic Loop Modification Program[2019\u7248: \u6ede\u56de\u66f2\u7ebf\u4fee\u6b63\u5de5\u5177]<\/a><\/strong><\/p>\n<p><strong>[12] <a title=\"[\u8f6f\u4ef6][\u8bd5\u9a8c][\u7814\u7a76] SawtoothRemove: Remove the Sawtooth Patterns in Your Test Data [\u5254\u9664\u8bd5\u9a8c\u6570\u636e\u4e2d\u7684\u952f\u9f7f]\" href=\"http:\/\/www.jdcui.com\/?p=15493\" target=\"_blank\" rel=\"noopener noreferrer\">[\u8f6f\u4ef6][\u8bd5\u9a8c][\u7814\u7a76] SawtoothRemove: Remove the Sawtooth Patterns in Your Test Data [\u5254\u9664\u8bd5\u9a8c\u6570\u636e\u4e2d\u7684\u952f\u9f7f]<\/a><\/strong><\/p>\n<p><strong>[13] <a title=\"[\u8f6f\u4ef6][\u8bd5\u9a8c][\u7f16\u7a0b] NoiseRemoval: A Program for De-Noising of Experimental Data [\u8bd5\u9a8c\u6570\u636e\u964d\u566a\u4fee\u6b63\u5de5\u5177]\" href=\"http:\/\/www.jdcui.com\/?p=15046\" target=\"_blank\" rel=\"noopener noreferrer\">[\u8f6f\u4ef6][\u8bd5\u9a8c][\u7f16\u7a0b] NoiseRemoval: A Program for De-Noising of Experimental Data [\u8bd5\u9a8c\u6570\u636e\u964d\u566a\u4fee\u6b63\u5de5\u5177]<\/a><\/strong><\/p>\n<ul style=\"list-style-type: square;\">\n<li style=\"text-align: left;\"><strong>\u5fae\u4fe1\u516c\u4f17\u53f7\u00a0(\u00a0<span style=\"color: #0000ff;\">Wechat\u00a0Subscription<\/span>)<\/strong><\/li>\n<\/ul>\n<p><a href=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2017\/01\/QRCODE.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3636\" src=\"http:\/\/www.jdcui.com\/wp-content\/uploads\/2017\/01\/QRCODE.jpg\" alt=\"WeChat_QRCode\" width=\"250\" height=\"255\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><strong>\u6b22\u8fce\u5173\u6ce8\u00a0\u201c<span style=\"color: #ff00ff;\">\u7ed3\u6784\u4e4b\u65c5<\/span>\u201d\u00a0\u5fae\u4fe1\u516c\u4f17\u53f7<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5b9e\u5e72\u3001\u5b9e\u8df5\u3001\u79ef\u7d2f\u3001\u601d\u8003\uff0c\u521b\u65b0\u3002 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\u53ef\u4ee5\u770b\u5230\uff0c\u4fee\u6b63\u540e\uff0c\u6ede\u56de\u73af\u89d2\u70b9\u7684\u5f02\u5e38\u7a81\u51fa\u70b9\u57fa\u672c\u6d88\u9664\u4e86\u3002 DataSmoothing\u00a0 \u7684\u8f6f\u4ef6\u6848\u4f8b ( Application Examples) [01]\u00a0\u00a0[\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b1 [02]\u00a0 [\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing\u8bd5\u9a8c\u6ede\u56de\u66f2\u7ebf\u5e73\u6ed1\u4fee\u6b63\u2014\u2014\u6848\u4f8b2 [03]\u00a0 [\u5de5\u5177][\u8bd5\u9a8c][\u7f16\u7a0b] DataSmoothing &#8230;<\/p>\n","protected":false},"author":1,"featured_media":17025,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[802,31,5],"tags":[3128,568,2387,2879,1587,524,355,2919,241,1571,3130,1913,3129,319,481,385,388,2878],"class_list":["post-17018","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-civil-engineering-test-","category-my-software-","category-structural-engineering","tag-datasmoothing","tag-hla","tag-outlierremoval","tag-sawtoothremove","tag-ypd","tag-524","tag-355","tag-2919","tag-241","tag-1571","tag-3130","tag-1913","tag-3129","tag-319","tag-481","tag-385","tag-388","tag-2878"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"CJD\"\/>\n\t<meta name=\"keywords\" 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